Commit Graph

61 Commits

Author SHA1 Message Date
Ettore Di Giacinto
2845baecd5
fix(cuda): downgrade default version from 12.5 to 12.4 (#2707)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-07-09 23:13:29 +02:00
Ettore Di Giacinto
466eb82845
ci: add latest tag for vulkan images
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-06-28 09:04:33 +02:00
Ettore Di Giacinto
f93fe30350
ci: vulkan not ready for arm64 yet
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-06-25 18:11:57 +02:00
Ettore Di Giacinto
784ccf97ba
ci: adjust max-parallel
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-06-25 15:14:43 +02:00
Ettore Di Giacinto
e84b31935c
feat(vulkan): add vulkan support to the llama.cpp backend (#2648)
feat(vulkan): add vulkan support to llama.cpp

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-24 20:04:58 +02:00
Ettore Di Giacinto
04b01cd62c ci: put a cap on parallel runs
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-24 18:08:09 +02:00
Ettore Di Giacinto
eb4cd78ca6 ci: run master jobs on self-hosted
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-23 10:15:53 +02:00
Ettore Di Giacinto
40ce71855a ci: disable max-parallelism on master 2024-06-22 23:28:09 +02:00
Ettore Di Giacinto
9c0d0afd09
ci: bump parallel jobs (#2633)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-22 23:24:46 +02:00
Rene Leonhardt
43f0688a95
feat: Upgrade to CUDA 12.5 (#2601)
Signed-off-by: Rene Leonhardt <65483435+reneleonhardt@users.noreply.github.com>
2024-06-19 17:50:49 +02:00
Ettore Di Giacinto
2bbc52fcc8
feat(build): add arm64 core containers (#2421)
ci: add arm64 container images

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-28 10:34:59 +02:00
Ettore Di Giacinto
371d0cc1f7
ci: generate specific image for intel builds (#2374)
ci: fix intel images until are fixed upstream

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-22 23:35:39 +02:00
cryptk
a0aa5d01a1
feat: update ROCM and use smaller image (#2196)
* feat: update ROCM and use smaller image

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add call to ldconfig to fix AMDs broken library packages

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

---------

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
2024-05-03 18:46:49 +02:00
fakezeta
c9451cb604
Bump oneapi-basekit, optimum and openvino (#2139)
* Bump oneapi-basekit, optimum and openvino

* Changed PERFORMANCE HINT to CUMULATIVE_THROUGHPUT

Minor latency change for first token but about 10-15% speedup on token generation.
2024-04-26 16:20:43 +02:00
cryptk
13012cfa70
feat: better control of GRPC docker cache (#2070)
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
2024-04-18 16:19:36 -04:00
Ettore Di Giacinto
93cfec3c32 ci: correctly tag latest and aio images 2024-04-03 11:30:23 +02:00
Ettore Di Giacinto
89560ef87f
fix(ci): manually tag latest images (#1948)
fix(ci): manually tag images

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-02 19:25:46 +02:00
cryptk
93702e39d4
feat(build): adjust number of parallel make jobs (#1915)
* feat(build): adjust number of parallel make jobs

* fix: update make on MacOS from brew to support --output-sync argument

* fix: cache grpc with version as part of key to improve validity of cache hits

* fix: use gmake for tests-apple to use the updated GNU make version

* fix: actually use the new make version for tests-apple

* feat: parallelize tests-extra

* feat: attempt to cache grpc build for docker images

* fix: don't quote GRPC version

* fix: don't cache go modules, we have limited cache space, better used elsewhere

* fix: release with the same version of go that we test with

* fix: don't fail on exporting cache layers

* fix: remove deprecated BUILD_GRPC docker arg from Makefile
2024-03-29 22:32:40 +01:00
cryptk
0c0efc871c
fix(build): better CI logging and correct some build failure modes in Makefile (#1899)
* feat: group make output by target when running parallelized builds in CI

* fix: quote GO_TAGS in makefile to fix handling of whitespace in value

* fix: set CPATH to find opencv2 in it's commonly installed location

* fix: add missing go mod dropreplace for go-llama.cpp

* chore: remove opencv symlink from github workflows
2024-03-27 21:12:19 +01:00
Ettore Di Giacinto
49cec7fd61
ci(aio): add latest tag images (#1884)
Tangentially also fixes #1868
2024-03-23 16:08:32 +01:00
Ettore Di Giacinto
d9456f2a23
ci(aio): publish hipblas and Intel GPU images (#1883)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-03-23 15:54:14 +01:00
Ettore Di Giacinto
abc9360dc6
feat(aio): entrypoint, update workflows (#1872) 2024-03-21 22:09:04 +01:00
cryptk
020ce29cd8
fix(make): allow to parallelize jobs (#1845)
* fix: clean up Makefile dependencies to allow for parallel builds

* refactor: remove old unused backend from Makefile

* fix: finish removing legacy backend, update piper

* fix: I broke llama... I fixed llama

* feat: give the tests and builds a few threads

* fix: ensure libraries are replaced before build, add dropreplace target

* Fix image build workflows
2024-03-17 15:39:20 +01:00
Ettore Di Giacinto
5d1018495f
feat(intel): add diffusers/transformers support (#1746)
* feat(intel): add diffusers support

* try to consume upstream container image

* Debug

* Manually install deps

* Map transformers/hf cache dir to modelpath if not specified

* fix(compel): update initialization, pass by all gRPC options

* fix: add dependencies, implement transformers for xpu

* base it from the oneapi image

* Add pillow

* set threads if specified when launching the API

* Skip conda install if intel

* defaults to non-intel

* ci: add to pipelines

* prepare compel only if enabled

* Skip conda install if intel

* fix cleanup

* Disable compel by default

* Install torch 2.1.0 with Intel

* Skip conda on some setups

* Detect python

* Quiet output

* Do not override system python with conda

* Prefer python3

* Fixups

* exllama2: do not install without conda (overrides pytorch version)

* exllama/exllama2: do not install if not using cuda

* Add missing dataset dependency

* Small fixups, symlink to python, add requirements

* Add neural_speed to the deps

* correctly handle model offloading

* fix: device_map == xpu

* go back at calling python, fixed at dockerfile level

* Exllama2 restricted to only nvidia gpus

* Tokenizer to xpu
2024-03-07 14:37:45 +01:00
Ettore Di Giacinto
c1966af2cf
ci: reduce stress on self-hosted runners (#1776)
Split jobs by self-hosted and free public runner provided by Github

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-02-29 11:40:08 +01:00
fenfir
fb0a4c5d9a
Build docker container for ROCm (#1595)
* Dockerfile changes to build for ROCm

* Adjust linker flags for ROCm

* Update conda env for diffusers and transformers to use ROCm pytorch

* Update transformers conda env for ROCm

* ci: build hipblas images

* fixup rebase

* use self-hosted

Signed-off-by: mudler <mudler@localai.io>

* specify LD_LIBRARY_PATH only when BUILD_TYPE=hipblas

---------

Signed-off-by: mudler <mudler@localai.io>
Co-authored-by: mudler <mudler@localai.io>
2024-02-16 15:08:50 +01:00
Ettore Di Giacinto
ddd21f1644
feat: Use ubuntu as base for container images, drop deprecated ggml-transformers backends (#1689)
* cleanup backends

* switch image to ubuntu 22.04

* adapt commands for ubuntu

* transformers cleanup

* no contrib on ubuntu

* Change test model to gguf

* ci: disable bark tests (too cpu-intensive)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* cleanup

* refinements

* use intel base image

* Makefile: Add docker targets

* Change test model

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-02-08 20:12:51 +01:00
Ettore Di Giacinto
fd9d060c94
ci: fix sycl image suffix
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-02-06 15:52:21 +01:00
Ettore Di Giacinto
1c57f8d077
feat(sycl): Add support for Intel GPUs with sycl (#1647) (#1660)
* feat(sycl): Add sycl support (#1647)

* onekit: install without prompts

* set cmake args only in grpc-server

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* cleanup

* fixup sycl source env

* Cleanup docs

* ci: runs on self-hosted

* fix typo

* bump llama.cpp

* llama.cpp: update server

* adapt to upstream changes

* adapt to upstream changes

* docs: add sycl

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-02-01 19:21:52 +01:00
Ettore Di Giacinto
09e5d9007b
feat: embedded model configurations, add popular model examples, refactoring (#1532)
* move downloader out

* separate startup functions for preloading configuration files

* docs: add popular model examples

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* shorteners

* Add llava

* Add mistral-openorca

* Better link to build section

* docs: update

* fixup

* Drop code dups

* Minor fixups

* Apply suggestions from code review

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

* ci: try to cache gRPC build during tests

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* ci: do not build all images for tests, just necessary

* ci: cache gRPC also in release pipeline

* fixes

* Update model_preload_test.go

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-01-05 23:16:33 +01:00
Ettore Di Giacinto
bcf02449b3
ci(dockerhub): push images also to dockerhub (#1542)
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-01-04 08:32:29 +01:00
Ettore Di Giacinto
e3ca1a7dbe
ci: split into reusable workflows (#1366)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-30 19:24:37 +01:00
Ettore Di Giacinto
9b98be160a
ci: limit concurrent jobs (#1364)
* ci: limit concurrent image push

* docs: mention core images

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-30 17:45:20 +01:00
Ettore Di Giacinto
999db4301a
ci(core): add -core images without python deps (#1309)
* ci(core): add -core images without python deps

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* ci(core): use public runners

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-20 23:01:31 +01:00
Ettore Di Giacinto
f347e51927
feat(conda): conda environments (#1144)
* feat(autogptq): add a separate conda environment for autogptq (#1137)

**Description**

This PR related to #1117

**Notes for Reviewers**

Here we lock down the version of the dependencies. Make sure it can be
used all the time without failed if the version of dependencies were
upgraded.

I change the order of importing packages according to the pylint, and no
change the logic of code. It should be ok.

I will do more investigate on writing some test cases for every backend.
I can run the service in my environment, but there is not exist a way to
test it. So, I am not confident on it.

Add a README.md in the `grpc` root. This is the common commands for
creating `conda` environment. And it can be used to the reference file
for creating extral gRPC backend document.

Signed-off-by: GitHub <noreply@github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* [Extra backend] Add seperate environment for ttsbark (#1141)

**Description**

This PR relates to #1117

**Notes for Reviewers**

Same to the latest PR:
* The code is also changed, but only the order of the import package
parts. And some code comments are also added.
* Add a configuration of the `conda` environment
* Add a simple test case for testing if the service can be startup in
current `conda` environment. It is succeed in VSCode, but the it is not
out of box on terminal. So, it is hard to say the test case really
useful.

**[Signed
commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
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Signed-off-by: GitHub <noreply@github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(conda): add make target and entrypoints for the dockerfile

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(conda): Add seperate conda env for diffusers (#1145)

**Description**

This PR relates to  #1117

**Notes for Reviewers**

* Add `conda` env `diffusers.yml`
* Add Makefile to create it automatically
* Add `run.sh` to support running as a extra backend
  * Also adding it to the main Dockerfile
* Add make command in the root Makefile
* Testing the server, it can start up under the env

Signed-off-by: GitHub <noreply@github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(conda):Add seperate env for vllm (#1148)

**Description**

This PR is related to #1117

**Notes for Reviewers**

* The gRPC server can be started as normal
* The test case can be triggered in VSCode
* Same to other this kind of PRs, add `vllm.yml` Makefile and add
`run.sh` to the main Dockerfile, and command to the main Makefile

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Signed-off-by: GitHub <noreply@github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(conda):Add seperate env for huggingface (#1146)

**Description**

This PR is related to  #1117

**Notes for Reviewers**

* Add conda env `huggingface.yml`
* Change the import order, and also remove the no-used packages
* Add `run.sh` and `make command` to the main Dockerfile and Makefile
* Add test cases for it. It can be triggered and succeed under VSCode
Python extension but it is hang by using `python -m unites
test_huggingface.py` in the terminal

```
Running tests (unittest): /workspaces/LocalAI/extra/grpc/huggingface
Running tests: /workspaces/LocalAI/extra/grpc/huggingface/test_huggingface.py::TestBackendServicer::test_embedding
/workspaces/LocalAI/extra/grpc/huggingface/test_huggingface.py::TestBackendServicer::test_load_model
/workspaces/LocalAI/extra/grpc/huggingface/test_huggingface.py::TestBackendServicer::test_server_startup
./test_huggingface.py::TestBackendServicer::test_embedding Passed

./test_huggingface.py::TestBackendServicer::test_load_model Passed

./test_huggingface.py::TestBackendServicer::test_server_startup Passed

Total number of tests expected to run: 3
Total number of tests run: 3
Total number of tests passed: 3
Total number of tests failed: 0
Total number of tests failed with errors: 0
Total number of tests skipped: 0

Finished running tests!
```

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Signed-off-by: GitHub <noreply@github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(conda): Add the seperate conda env for VALL-E X (#1147)

**Description**

This PR is related  to #1117

**Notes for Reviewers**

* The gRPC server cannot start up

```
(ttsvalle) @Aisuko ➜ /workspaces/LocalAI (feat/vall-e-x) $ /opt/conda/envs/ttsvalle/bin/python /workspaces/LocalAI/extra/grpc/vall-e-x/ttsvalle.py
Traceback (most recent call last):
  File "/workspaces/LocalAI/extra/grpc/vall-e-x/ttsvalle.py", line 14, in <module>
    from utils.generation import SAMPLE_RATE, generate_audio, preload_models
ModuleNotFoundError: No module named 'utils'
```

The installation steps follow
https://github.com/Plachtaa/VALL-E-X#-installation below:

* Under the `ttsvalle` conda env

```
git clone https://github.com/Plachtaa/VALL-E-X.git
cd VALL-E-X
pip install -r requirements.txt
```

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Signed-off-by: GitHub <noreply@github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix: set image type

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(conda):Add seperate conda env for exllama (#1149)

Add seperate env for exllama

Signed-off-by: Aisuko <urakiny@gmail.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Setup conda

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Set image_type arg

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* ci: prepare only conda env in tests

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Dockerfile: comment manual pip calls

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* conda: add conda to PATH

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fixes

* add shebang

* Fixups

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* file perms

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* debug

* Install new conda in the worker

* Disable GPU tests for now until the worker is back

* Rename workflows

* debug

* Fixup conda install

* fixup(wrapper): pass args

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: GitHub <noreply@github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Aisuko <urakiny@gmail.com>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Co-authored-by: Aisuko <urakiny@gmail.com>
2023-11-04 15:30:32 +01:00
Ettore Di Giacinto
d9a42cc4c5
ci: run only cublas on selfhosted (#1224)
* ci: run only cublas on selfhosted

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* debug

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* update git

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* change testing embeddings model link

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-10-29 22:04:43 +01:00
Ettore Di Giacinto
fc0bc32814
ci: use self-hosted to build container images (#1206)
ci: use self-hosted

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-10-26 21:13:40 +02:00
Ettore Di Giacinto
5ced99a8e7
ci: more cleanup for workers
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-10-22 12:27:04 +02:00
renovate[bot]
ef19268418
chore(deps): update actions/checkout action to v4 (#1006)
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2023-10-21 08:55:44 +02:00
Ettore Di Giacinto
128694213f
feat: llama.cpp gRPC C++ backend (#1170)
* wip: llama.cpp c++ gRPC server

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* make it work, attach it to the build process

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* update deps

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix: add protobuf dep

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* try fix protobuf on cmake

* cmake: workarounds

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* add packages

* cmake: use fixed version of grpc

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* cmake(grpc): install locally

* install grpc

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* install required deps for grpc on debian bullseye

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* debug

* debug

* Fixups

* no need to install cmake manually

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* ci: fixup macOS

* use brew whenever possible

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* macOS fixups

* debug

* fix container build

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* workaround

* try mac

https://stackoverflow.com/questions/23905661/on-mac-g-clang-fails-to-search-usr-local-include-and-usr-local-lib-by-def

* Disable temp. arm64 docker image builds

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-10-16 21:46:29 +02:00
renovate[bot]
54688db994
chore(deps): update docker/metadata-action action to v5 (#1045)
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This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
| [docker/metadata-action](https://togithub.com/docker/metadata-action)
| action | major | `v4` -> `v5` |

---

### Release Notes

<details>
<summary>docker/metadata-action (docker/metadata-action)</summary>

### [`v5`](https://togithub.com/docker/metadata-action/compare/v4...v5)

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2023-09-14 10:40:51 +02:00
renovate[bot]
813eaa867c
chore(deps): update docker/login-action action to v3 (#1040)
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This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
| [docker/login-action](https://togithub.com/docker/login-action) |
action | major | `v2` -> `v3` |

---

### Release Notes

<details>
<summary>docker/login-action (docker/login-action)</summary>

### [`v3`](https://togithub.com/docker/login-action/compare/v2...v3)

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2023-09-13 09:17:50 +02:00
renovate[bot]
abffb16292
chore(deps): update docker/build-push-action action to v5 (#1039)
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This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
|
[docker/build-push-action](https://togithub.com/docker/build-push-action)
| action | major | `v4` -> `v5` |

---

### Release Notes

<details>
<summary>docker/build-push-action (docker/build-push-action)</summary>

###
[`v5`](https://togithub.com/docker/build-push-action/compare/v4...v5)

[Compare
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---

### Configuration

📅 **Schedule**: Branch creation - At any time (no schedule defined),
Automerge - At any time (no schedule defined).

🚦 **Automerge**: Disabled by config. Please merge this manually once you
are satisfied.

♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the
rebase/retry checkbox.

🔕 **Ignore**: Close this PR and you won't be reminded about this update
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Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2023-09-13 09:17:28 +02:00
Ettore Di Giacinto
92fca8ae74 ci: release space before build
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-21 22:56:43 +02:00
Ettore Di Giacinto
d9130def39
fix: correctly assign ffmpeg image tag (#499) 2023-06-04 21:07:12 +02:00
Ettore Di Giacinto
1bb85377e4
feat: add ffmpeg images (#492)
Signed-off-by: mudler <mudler@mocaccino.org>
2023-06-04 14:00:21 +02:00
Sébastien Prud'homme
eee3f83d98
ci: build Docker image variants (#456)
Signed-off-by: Sébastien Prud'homme <sebastien.prudhomme@gmail.com>
2023-05-31 19:51:02 +02:00
Ettore Di Giacinto
1fade53a61
feat: minor enhancements to /models/apply (#297) 2023-05-19 08:31:11 +02:00
Ettore Di Giacinto
220d6fd59b
feat: add stream events (#152) 2023-05-02 20:03:35 +02:00
Ettore Di Giacinto
80f50e6ccd
Rename project to LocalAI (#35)
Signed-off-by: mudler <mudler@c3os.io>
2023-04-19 18:43:10 +02:00